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wook133's Projects

pytorch-a2c-ppo-acktr-gail icon pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-neat icon pytorch-neat

A pytorch implementation of the NEAT (NeuroEvolution of Augmenting Topologies) algorithm

pytorch-rl icon pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

pytorch-rl-1 icon pytorch-rl-1

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

rainbow icon rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl-adventure-2 icon rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rl-baselines-zoo icon rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

rlgraph icon rlgraph

RLgraph: Modular computation graphs for deep reinforcement learning

rlkit icon rlkit

Collection of reinforcement learning algorithms

rllab icon rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

rlpyt icon rlpyt

Reinforcement Learning in PyTorch

robogrammar icon robogrammar

RoboGrammar: Graph Grammar for Terrain-Optimized Robot Design (SIGGRAPH Asia 2020)

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

stable-baselines icon stable-baselines

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, improved implementations of reinforcement learning algorithms.

style2paints icon style2paints

sketch + style = paints :art: (TOG2018/SIGGRAPH2018ASIA)

supysonic icon supysonic

Supysonic is a Python implementation of the Subsonic server API.

talos icon talos

Hyperparameter Optimization for Keras Models

tensorforce icon tensorforce

Tensorforce: A TensorFlow library for applied reinforcement learning

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